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US Patent 12026620 Information processing device and information processing method

Patent 12026620 was granted and assigned to Preferred Networks, Inc on July, 2024 by the United States Patent and Trademark Office.

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Patent abstractTimelineTable: Further ResourcesReferences
Is a
Patent
Patent
1

Patent attributes

Patent Applicant
Preferred Networks, Inc
Preferred Networks, Inc
1
Current Assignee
Preferred Networks, Inc
Preferred Networks, Inc
1
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
1
Patent Number
120266201
Patent Inventor Names
Kenta Oono1
Ryosuke Okuta1
Seiya Tokui1
Yuya Unno1
Date of Patent
July 2, 2024
1
Patent Application Number
165514351
Date Filed
August 26, 2019
1
Patent Citations
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US Patent 9880549 Dynamic batch size and internal transportation
1
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US Patent 10221671 MSE based drilling optimization using neural network simulaton
1
Patent Primary Examiner
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Van C Mang
1
CPC Code
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G06F 8/30
1
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G06F 8/311
1
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G06N 3/084
1
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G06N 3/02
1
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G06N 3/126
1
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G06N 3/04
1
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G06N 3/08
1
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G06N 3/063
1
Patent abstract

There is provided an information processing device which efficiently executes machine learning. The information processing device according to one embodiment includes: an obtaining unit which obtains a source code including a code which defines Forward processing of each layer constituting a neural network; a storage unit which stores an association relationship between each Forward processing and Backward processing associated with each Forward processing; and an executing unit which successively executes each code included in the source code, and which calculates an output value of the Forward processing defined by the code based on an input value at a time of execution of each code, and generates a reference structure for Backward processing in a layer associated with the code based on the association relationship stored in the storage unit.

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